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A Critical Review of Recurrent Neural Networks for Sequence Learning

29 May 2015

Papers citing "A Critical Review of Recurrent Neural Networks for Sequence Learning"

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Title
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis Mingxuan Yue Yaguang Li Haoze Yang Ritesh Ahuja Yao-Yi Chiang Cyrus Shahabi 79 32 0 03 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 151 222 0 02 Mar 2020
Deep Learning in Mining Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain AI4CE 68 288 0 28 Feb 2020
TIES: Temporal Interaction Embeddings For Enhancing Social Media Integrity At Facebook Nima Noorshams Saurabh Verma A. Hofleitner 63 18 0 18 Feb 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 106 140 0 18 Feb 2020
Scalable End-to-end Recurrent Neural Network for Variable star classification I. Becker K. Pichara M. Catelán P. Protopapas Carlos Aguirre Fatemeh Nikzat 48 29 0 03 Feb 2020
A Bayesian Long Short-Term Memory Model for Value at Risk and Expected Shortfall Joint Forecasting Zhengkun Li Minh-Ngoc Tran Chao Wang Richard Gerlach Junbin Gao BDL 33 3 0 23 Jan 2020
Understanding and mitigating gradient pathologies in physics-informed neural networks Sizhuang He Yujun Teng P. Perdikaris AI4CE PINN 137 297 0 13 Jan 2020
Neural Memory Networks for Seizure Type Classification David Ahmedt-Aristizabal Tharindu Fernando Simon Denman L. Petersson Matthew J. Aburn Clinton Fookes 67 55 0 10 Dec 2019
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention Vivien Sainte Fare Garnot Loic Landrieu S. Giordano N. Chehata 96 155 0 18 Nov 2019
Early Predictions for Medical Crowdfunding: A Deep Learning Approach Using Diverse Inputs Tong Wang Fujie Jin Y. Hu Yuan Cheng OOD 32 5 0 09 Nov 2019
Deep Sequential Models for Suicidal Ideation from Multiple Source Data I. Peis Pablo Martínez Olmos Constanza Vera-Varela M. Barrigón P. Courtet E. Baca-García Antonio Artés-Rodríguez 33 15 0 06 Nov 2019
Evolution of transfer learning in natural language processing Aditya Malte Pratik Ratadiya 63 54 0 16 Oct 2019
Weighted graphlets and deep neural networks for protein structure classification Hongyu Guo Khalique Newaz S. Emrich T. Milenković Jun Li GNN 20 6 0 07 Oct 2019
Robust Data-Driven Zero-Velocity Detection for Foot-Mounted Inertial Navigation Brandon Wagstaff Valentin Peretroukhin Jonathan Kelly 40 64 0 01 Oct 2019
Sign Language Recognition Analysis using Multimodal Data Al Amin Hosain P. Santhalingam Parth H. Pathak Jana Kosecka Huzefa Rangwala SLR 41 23 0 24 Sep 2019
MLOD: A multi-view 3D object detection based on robust feature fusion method Jian Deng Krzysztof Czarnecki 3DPC 43 37 0 09 Sep 2019
Neural Dynamics on Complex Networks Chengxi Zang Fei Wang AI4CE 113 71 0 18 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 100 212 0 16 Aug 2019
LSTM vs. GRU vs. Bidirectional RNN for script generation Sanidhya Mangal Poorva Joshi Rahul Modak 56 38 0 12 Aug 2019
Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network Guangyi Zhang Vandad Davoodnia Alireza Sepas-Moghaddam Yaoxue Zhang Ali Etemad 83 130 0 06 Aug 2019
LSTM Based Music Generation System Sanidhya Mangal Rahul Modak Poorva Joshi MGen 35 40 0 02 Aug 2019
Recurrent Neural Networks: An Embedded Computing Perspective Nesma M. Rezk M. Purnaprajna Tomas Nordstrom Z. Ul-Abdin 129 81 0 23 Jul 2019
Interpretable and Steerable Sequence Learning via Prototypes Yao Ming Panpan Xu Huamin Qu Liu Ren AI4TS 66 141 0 23 Jul 2019
Improving the Performance of the LSTM and HMM Model via Hybridization Larkin Liu Yu-Chung Lin Joshua Reid 128 9 0 09 Jul 2019
SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System Khalil Damak O. Nasraoui 43 6 0 25 Jun 2019
A Review of Machine Learning Applications in Fuzzing Gary J. Saavedra Kathryn N. Rodhouse Daniel M. Dunlavy P. Kegelmeyer 74 28 0 13 Jun 2019
A Statistical Recurrent Stochastic Volatility Model for Stock Markets Trong-Nghia Nguyen Minh-Ngoc Tran David Gunawan Robert Kohn 71 13 0 07 Jun 2019
A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions Sashank Santhanam Samira Shaikh 3DV 79 52 0 02 Jun 2019
Classification of Crop Tolerance to Heat and Drought: A Deep Convolutional Neural Networks Approach S. Khaki Zahra Khalilzadeh Lizhi Wang 99 32 0 02 Jun 2019
Multivariate, Multistep Forecasting, Reconstruction and Feature Selection of Ocean Waves via Recurrent and Sequence-to-Sequence Networks Mohammad Pirhooshyaran L. Snyder AI4TS 54 7 0 01 Jun 2019
Automatic Model Selection for Neural Networks David Laredo Yulin Qin O. Schütze Jianqiao Sun BDL 54 16 0 15 May 2019
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification Wen-Shuai Hu Hengchao Li Lei Pan Wei Li R. Tao Q. Du 60 154 0 09 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Yue Liu Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 119 598 0 30 Apr 2019
Multi-Task Learning for Argumentation Mining Tobias Kahse 41 4 0 23 Apr 2019
3G structure for image caption generation Aihong Yuan Xuelong Li Xiaoqiang Lu 38 34 0 21 Apr 2019
Sparseout: Controlling Sparsity in Deep Networks Najeeb Khan Ian Stavness BDL 39 9 0 17 Apr 2019
A review on Neural Turing Machine Soroor Malekmohamadi Faradonbe Faramarz Safi Esfahani AI4CE 153 6 0 10 Apr 2019
Recurrent Neural Networks For Accurate RSSI Indoor Localization Minh Tu Hoang Brosnan Yuen Xiaodai Dong Tao Lu Robert Westendorp K. Reddy 48 291 0 27 Mar 2019
gym-gazebo2, a toolkit for reinforcement learning using ROS 2 and Gazebo N. G. Lopez Y. Nuin Elias Barba Moral Lander Usategui San Juan A. Rueda Víctor Mayoral-Vilches R. Kojcev OffRL 50 35 0 14 Mar 2019
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction Jinyin Chen Jian Zhang Xuanheng Xu Chenbo Fu Dan Zhang Qingpeng Zhang Qi Xuan 78 145 0 22 Feb 2019
Predictive Uncertainty Quantification with Compound Density Networks Agustinus Kristiadi Sina Daubener Asja Fischer BDL UQCV 83 17 0 04 Feb 2019
Pricing options and computing implied volatilities using neural networks Shuaiqiang Liu C. Oosterlee S. Bohté 82 123 0 25 Jan 2019
Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation Jingwei Gan Pai Liu R. Chakrabarty GAN 18 0 0 13 Jan 2019
Deep Learning for Human Affect Recognition: Insights and New Developments Philipp V. Rouast M. Adam R. Chiong 79 170 0 09 Jan 2019
Recurrent Control Nets for Deep Reinforcement Learning Vincent Liu Ademi Adeniji Nathaniel Lee Jason Zhao Mario Srouji 18 3 0 06 Jan 2019
Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning Ramin Hasibi Matin Shokri M. Dehghan 82 34 0 01 Jan 2019
Neural networks versus Logistic regression for 30 days all-cause readmission prediction Ahmed Allam M. Nagy G. Thoma Michael Krauthammer 44 59 0 22 Dec 2018
Code Failure Prediction and Pattern Extraction using LSTM Networks Mahdi Hajiaghayi E. Vahedi 37 24 0 13 Dec 2018
Deep Air Quality Forecasting Using Hybrid Deep Learning Framework Shengdong Du Tianrui Li Yan Yang S. Horng AI4TS 80 318 0 12 Dec 2018